{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ae14ebd7-23c9-4fce-aec0-fdcf32959a96",
   "metadata": {
    "tags": []
   },
   "source": [
    "# 逆快速傅里叶变换ifft去噪还原\n",
    "具体要求参考：[链接](https://www.wolai.com/zzutai/e5LKjihtDL6q1q3xYXSREM)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2b656b7a-526a-4059-a843-c8faedde6dbe",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x500 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import math\n",
    "\n",
    "# 画图设置\n",
    "plt.style.use('default')\n",
    "plt.rcParams['font.family'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 定义一个函数，用于生成正弦波\n",
    "def getSin(amp, freq, phase, sampleList):\n",
    "    return amp * np.sin(2 * math.pi * freq * sampleList + phase)\n",
    "\n",
    "# 定义一个函数，用于生成余弦波\n",
    "def getCos(amp, freq, phase, sampleList):\n",
    "    return amp * np.cos(2 * math.pi * freq * sampleList + phase)\n",
    "\n",
    "# 1. 获得混合波形\n",
    "srate = 3000           # 设置采样率为 3000\n",
    "t = np.linspace(0, 1, srate)     # 在 0 到 1 的范围内生成等间距的采样点\n",
    "\n",
    "# 分别生成正、余弦波\n",
    "s1 = getSin(amp=1.5, freq=-30, phase=0, sampleList=t)\n",
    "s2 = getCos(amp=3, freq=-5, phase=0, sampleList=t)\n",
    "s3 = getSin(amp=10, freq=-100, phase=0, sampleList=t)\n",
    "s4 = getCos(amp=20, freq=-120, phase=0, sampleList=t)\n",
    "m= s1+s2+s3+s4             # 将正弦波相加，得到混合波形\n",
    "\n",
    "# 2.  通过fft获得混合波形的频域图\n",
    "\n",
    "# 获得傅里叶系数\n",
    "fCoefs = np.fft.fft(m,srate)\n",
    "\n",
    "# 获得振幅列表：每一个绕线的重心到原点的距离\n",
    "amp_list=2*np.abs(fCoefs/srate)\n",
    "\n",
    "# 把频率轴从0~3000 转变成 0~1500 然后 -1500~-1\n",
    "freqs = np.fft.fftfreq(len(amp_list), 1/srate)\n",
    "\n",
    "# 然后把 频率轴 和 数据 都变成 0hz 在中间，向左是负频率，向右是正频率的形式\n",
    "amp_shifted=np.fft.fftshift(amp_list)\n",
    "freq_shift=np.fft.fftshift(freqs)\n",
    "\n",
    "# 通过mask得到过滤掉噪音的频域图\n",
    "amp_list[:-110][110:]=0\n",
    "mask = amp_list > 0.5\n",
    "fCoef_clean = mask * fCoefs\n",
    "B_clean = np.fft.ifft(fCoef_clean)\n",
    "\n",
    "#双重去噪\n",
    "amp_list1=np.copy(amp_list)\n",
    "mask = (amp_list1>1)\n",
    "list = mask*amp_list1        #大于1的归0\n",
    "list[:-110][110:]=0         #选取大于110hz为0\n",
    "\n",
    "# 然后把 频率轴 和 数据 都变成 0hz 在中间，向左是负频率，向右是正频率的形式\n",
    "amp_shifted1=np.fft.fftshift(list)\n",
    "freq_shift1=np.fft.fftshift(freqs)\n",
    "\n",
    "fg,ax=plt.subplots(2,2,figsize=(20,5))\n",
    "\n",
    "# 绘制噪音混合波形m时域图选取[0~500]的数据显示\n",
    "ax[0,0].grid()\n",
    "ax[0,0].plot(np.real(m[0:500]))               #np.fft.ifft反馈的是复数结果，想要获得时域图需要利用np.real抽取其中的真值\n",
    "ax[0,0].set_xlim(0,500)\n",
    "ax[0,0].set_title(\"原始波形\")\n",
    "\n",
    "# 绘制去噪混合波形m时域图选取[0~500]的数据显示\n",
    "ax[0,1].grid()\n",
    "ax[0,1].plot(np.real(B_clean[0:500]))\n",
    "ax[0,1].set_xlim(0,500)\n",
    "ax[0,1].set_title(\"去噪后的波形\")\n",
    "\n",
    "ax[1,0].grid()\n",
    "ax[1,0].stem(freq_shift,amp_shifted)\n",
    "ax[1,0].set_xlim([-150,150])\n",
    "ax[1,0].set_title(\"原始振幅谱\")\n",
    "\n",
    "ax[1,1].grid()\n",
    "ax[1,1].stem(freq_shift1,amp_shifted1)\n",
    "ax[1,1].set_xlim([-150,150])\n",
    "ax[1,1].sharey(ax[1,0])\n",
    "ax[1,1].set_title(\"去噪后的振幅谱\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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